To address this issue, we perform a comprehensive convergence rate analysis of stochastic gradient descent (SGD) with biased gradients for decentralized optimization. In non-convex settings, we show ...

reducing the traditionally dominating and centralised character of AI. The blockchain-empowered development of Decentralized AI ensures the verifiable ownership of AI-generated content, datasets and ...

The bench observed that similar challenges to the undergraduate and postgraduate CLAT-2025 results were pending before multiple high courts. The Supreme Court on Thursday directed the transfer of ...

Beamable to build back-end gaming infra using DePIN As the pioneer in the development of decentralised gaming infrastructure using AWS marketplace, it aims to reduce dominance of centralised gaming ...

When hackers target these centralised systems, it becomes easy for them to steal significant amounts of personal and financial data. Blockchain is different in that it operates on a decentralised ...

Indonesia could also integrate its centralised energy system with local energy transition schemes, as India has done with its Decentralised Renewable Energy program. While India initially focused on ...

Partnerships with giants like PricewaterhouseCoopers, Walmart China, and BMW highlight its practical uses ... to handle more transactions at once. Similar to centralized data storage systems but ...

As a result, consumers face the prospect of degraded service and rising costs. Enter the decentralized physical infrastructure network (DePIN) — a solution that promises to address the capacity ...